Rooftop Signal

AI Visibility for Dealers

Subaru New York Metro AI Visibility Index

Comparing 44 Subaru dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
64
Median Score
48
Average Score
44
Lowest Score
17

How to Read This Index

🟢 Green (75-100)

Strong AI visibility — AI models can easily discover and accurately represent this dealer

🟡 Yellow (50-74)

Moderate visibility — some information is accessible but key details may be missed

🟠 Orange (25-49)

Weak visibility — AI can find this dealer but struggles to accurately represent them

🔴 Red (0-24)

Limited visibility — significant gaps make it hard for AI to recommend this dealer

Rank Dealer Name Overall Discoverability Content Quality Technical Health Information Currency Agent Ready
#1 Empire Subaru of Huntington 64 73 85 90 70 0
#2 All American Subaru 64 73 85 90 70 0
#3 Open Road Subaru 64 73 85 90 70 0
#4 Subaru World of Newton 63 73 85 90 65 0
#5 Subaru World of Hackettstown 63 73 85 90 65 0
#6 South Shore Subaru 61 80 70 90 65 0
#7 Curry Subaru 58 75 100 90 0 0
#8 Bill Kolb Jr. Subaru 57 80 55 90 65 0
#9 Subaru Stamford 51 80 27 90 70 0
#10 Haldeman Subaru 49 80 20 90 70 0
#11 Liberty Subaru 49 80 20 90 70 0
#12 Subaru of Englewood 49 80 20 90 70 0
#13 Subaru White Plains 49 80 20 90 70 0
#14 Grand Prix Subaru 49 80 20 90 70 0
#15 Ramsey Subaru 49 80 20 90 70 0
#16 Island Subaru 48 80 20 90 65 0
#17 Tasca Subaru 48 60 85 75 0 0
#18 Koeppel Subaru 48 80 20 90 65 0
#19 Wayne Subaru 48 80 20 90 65 0
#20 Gregoris Subaru 48 80 20 90 65 0
#21 Pine Belt Subaru 48 60 85 75 0 0
#22 Richard Lucas Subaru 48 60 85 75 0 0
#23 Milea Subaru 48 80 20 90 65 0
#24 Star Subaru 48 60 85 75 0 0
#25 Hassett Subaru 48 80 20 90 65 0
#26 Bay Ridge Subaru 48 80 20 90 65 0
#27 Circle Subaru 48 80 20 90 65 0
#28 Freehold Subaru 48 80 20 90 65 0
#29 Rye Subaru 48 80 20 90 65 0
#30 Prestige Subaru 48 80 20 90 65 0
#31 Hudson Subaru 48 80 20 90 65 0
#32 East Hills Subaru of Roslyn 48 60 85 75 0 0
#33 Paul Miller Subaru 48 80 20 90 65 0
#34 Circle Subaru 35 60 20 90 0 0
#35 Ciocca Subaru of Flemington 33 65 0 50 70 0
#36 Victory Subaru 32 65 0 50 65 0
#37 East Hills Subaru of Sayville 17 45 0 40 0 0
#38 Bay Ridge Subaru 17 45 0 40 0 0
#39 Lynnes Subaru 17 45 0 40 0 0
#40 Garavel Subaru 17 45 0 40 0 0
#41 Subaru Stamford 17 45 0 40 0 0
#42 Competition Subaru of Smithtown 17 45 0 40 0 0
#43 Subaru of Morristown 17 45 0 40 0 0
#44 North Coast Subaru 17 45 0 40 0 0

Methodology

AI visibility scores measure how well a dealership website can be discovered and understood by AI models like ChatGPT, Claude, and Perplexity. We analyze four key dimensions:

  • Discoverability: Can AI systems find your website?
  • Content Quality: Does AI understand what your dealership offers?
  • Technical Health: Does your website work well with AI systems?
  • Information Currency: Is your online information up to date?
  • Agent Readiness: Can AI assistants take actions for your customers?

Scores range from 0-100, with higher scores indicating better AI visibility. This index is updated monthly to track improvements and changes across the cohort.

Not your dealership listed here? Contact us to claim your listing or request a free audit.